Model wrapper around OpenAI's models. Args: model_type (str): The name of OpenAI's model. retry (int): Number of retires if t

Wrapper around the Serper.dev Google Search API. To use, you should pass your serper API key to the constructor. Args: ap

A collection of defined tools.

Planner class that organizes the overall search and reasoning steps. Responsible for breaking down the user query into subqueries and plann

Records information from multiple steps of the query process.

A multi-agent framework for complex search tasks, making up the workflow between Planner, Searcher, Reader and Recorder. Args: p

A module responsible for parsing and summarizing relevant information from search results.

Web page content caching mechanism with the following features: - Each URL's content is stored as a separate JSON file - Uses a mappin

Base class for API model wrapper. Args: model_type (str): The type of model. retry (int): Number of retires if the API call f

Base class for model wrapper. Args: path (str): The path to the model. max_new_tokens (int): Maximum length of output expecte

Base streaming class for agents to implement the specific behavior.